Operational Calibration: Debugging Confidence Errors for DNNs in the Field

Zenan Li, Xiaoxing Ma, Chang Xu +3

Trained DNN models are increasingly adopted as integral parts of software systems, but they often perform deficiently in the field. A particularly damaging problem is that DNN mode…